{"id":"W7043330801","doi":"","title":"Solutions alternatives de chauffage pour les communautés subarctiques éloignées : Analyse technico-économique des systèmes hybrides géothermiques, à la biomasse et d’énergie solaire à Umiujaq, au Nunavik, Canada / Alternative heating solutions for remote subarctic communities: Techno-Economic analysis of hybrid geothermal, biomass, and solar heating systems in Umiujaq, Nunavik, Canada.","year":2023,"lang":"fr","type":"other","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Pollution prevention; Ile de france","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005932747,0.001029902,0.001422488,0.001787889,0.002207651,0.000847036,0.001129447,0.0007913772,0.00003170412],"category_scores_gemma":[0.002637635,0.001154113,0.0005248714,0.001493407,0.003069446,0.0009951277,0.0004562157,0.001260425,0.00000244714],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02901526,"about_ca_system_score_gemma":0.03366723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988188,"about_ca_topic_score_gemma":0.9962593,"domain_scores_codex":[0.9922611,0.002740205,0.001843456,0.001130017,0.0007187883,0.0013065],"domain_scores_gemma":[0.9889318,0.007491334,0.001414023,0.0007836371,0.0009573959,0.000421849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005205707,0.0002832154,0.01261842,0.0009050642,0.00256874,0.00007237927,0.0009413281,0.8614609,0.004540374,0.1136802,0.0001085934,0.002768736],"study_design_scores_gemma":[0.0008555304,0.00004750243,0.0175824,0.004582869,0.0006023415,0.0004186421,0.00307387,0.9524756,0.004370278,0.006851791,0.007833205,0.001305984],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8721354,0.003991358,0.07752041,0.0009687602,0.000721448,0.002123103,0.007020527,0.000477623,0.03504138],"genre_scores_gemma":[0.9835353,0.0005673954,0.004213824,0.00005287104,0.000238069,0.0008323907,0.000699241,0.0002909325,0.009569978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1113999,"threshold_uncertainty_score":0.9996436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07485290632819808,"score_gpt":0.3004540455586907,"score_spread":0.2256011392304926,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}